Publications

In progress

• Grollemund P.M., Abraham C., Pudlo P., Baragatti M. Bayesian Approach using Expert's Opinion: Impact of Rainfall on Production of Périgord Black Truffles.
• Baragatti M., De La Cruz Mesia R., Meza C. Bayesian Variable Selection in a Spatial Poisson Regression Model.
• Baragatti M., Cloez B., Ribatet M. ABC Deep Learning.

2019

• Baragatti M., Grollemund P.M., Montpied P., Dupouey J.L., Gravier J., Murat C., Le Tacon F. Influence of annual climatic variations, climate changes, and sociological factors on the production of the Périgord black truffle (Tuber melanosporum Vittad.) from 1903-1904 to 1988-1989 in the Vaucluse (France), Mycorrhiza, 2019, 29(2):113-125.
• Baragatti M., Grollemund P.M., Montpied P., Dupouey J.L., Gravier J., Murat C., Le Tacon F. Analyse de l'évolution de la production de truffe noire du Périgord (Tuber Melanosporum Vitad.) de 1903-1904 à 1988-1989 dans le Vaucluse., Le Trufficulteur Français, 2019, 106.
• Grollemund PM, Abraham C, Baragatti M, Pudlo P. Bayesian Functional Linear Regression with Sparse Step Functions, Bayesian Analysis, 2019, 14(1):111:135.

2018

• Baragatti M, Bertin K, Lebarbier E, Meza C. A Bayesian approach for the segmentation of series with a functional effect, Statistical Modelling, 2018.

2015

• Gaillard T, Sriprawat K, Briolant S, Wangsing C, Wurtz N, Baragatti M, Lavina M, Pascual A, Nosten F, Pradines B.Molecular Markers and In Vitro Susceptibility to Doxycycline in Plasmodium falciparum Isolates from Thailand, Antimicrobial Agents and Chemotherapy, 2015, 59(8):5080-5083.

2014

• Baragatti M, Pudlo P. An overview on Approximate Bayesian Computation, ESAIM: proceedings, 2014, 44:291-299.

2013

• Gaillard T, Briolant S, Houzé S, Baragatti M, Wurtz N, Hubert V, Lavina M, Pascual A, Travaillé C, Le Bras J, Pradines B. PftetQ and pfmdt copy numbers as predictive molecular markers of decreased ex vivo doxycycline susceptibility in imported Plasmodium falciparum malaria , Malaria Journal, 2013, 12.
• Baragatti M, Grimaud A, Pommeret D. Parallel tempering with Equi-Energy moves, Statistics and Computing, 2013, 23(3): 323-339. Arxiv.
• Texier G, Machault V, Baragatti M, Boutin JP, Rogier C. Environmental determinant of malaria cases among travellers, Malaria Journal, 2013, 12:87.

2012

• Baragatti M, Grimaud A, Pommeret D. Likelihood-Free Parallel Tempering, Statistics and Computing, 2012. Arxiv.
• Baragatti M, Pommeret D. A study of variable selection using g-prior distribution with ridge parameter, Computational Statistics and Data Analysis, 2012, 56(6): 1920-1934. Arxiv.

2011

• Baragatti M, Sélection bayésienne de variables et méthodes de type Parallel Tempering avec et sans vraisemblance». PhD Thesis, Université de la Méditerrannée, defended on the 10th of November 2011.
• Baragatti M Bayesian variable selection for probit mixed models, applied to gene selection, Bayesian Analysis, 2011, 6(2):209-230. Arxiv.
• Baragatti M, Pommeret D, Comments on Bayesian variable selection for disease classification using gene expression data. Bioinformatics, 2011, 27(8):1194.

2010

• Almeras L, Fontaine A, Belghazi M, Bourdon S, Boucomont-Chapeaublanc E, Orlandi-Pradines E, Baragatti M, Corre-Catelin N, Reiter P, Pradines B, Fusai T, Rogier C. Salivary Gland Protein Repertoire from Aedes aegypti Mosquitoes. Vector borne and zoonotic diseases, 2010 May, 10(4):391-402.

2009

• Almeras L, Orlandi-Pradines E, Fontaine A, Villard C, Boucomont E, de Senneville LD, Baragatti M, Pascual A, Pradines B, Corre-Catelin N, Pages F, Reiter P, Rogier C, Fusai T. Sialome individuality between Aedes aegypti colonies. Vector borne and zoonotic diseases, 2009 Oct, 9(5):531-541.
• Henry M, Briolant S, Zettor A, Pelleau S, Baragatti M, Baret E, Mosnier J, Amalvict R, Fusai T, Rogier C, Pradines B. Plasmodium falciparum Na+/H+ Exchanger 1 Transporter Is Involved in Reduced Susceptibility to Quinine. Antimicrobial agents and chemotherapy, 2009 May, 53(5):1926-1930.
• Leparc-Goffart I, Baragatti M, Temmam S, Tuiskunen A, Moureau G, Charrel R, de Lamballerie X. Development and validation of real-time one-step reverse transcription-PCR for the detection and typing of dengue viruses. Journal of clinical virology, 2009 May, 45(1):61-66.
• Briolant S, Baragatti M, Fusai T, Parola P, Simon F, Tall A, Sokhna C, Hovette P, Mabika Mamfoumbi M, Koeck JL, Delmont J, Spiegal A, Gardair JP, Trape JF, Kombila M, Minodier P, Rogier C, Pradines B. A multi-normal distribution model suitable for the distribution of Plasmodium falciparum in vitro chemosusceptibility to doxycycline. Antimicrobial Agents and Chemoterapy, 2009 Feb, 53(2):688-695.
• Baragatti M, Fournet F, Henry MC, Assi S, Rogier C, Ouedraogo H, Salem G. Social and environmental malaria risk factors in urban areas of Ouagadougou, Burkina Faso. Malaria Journal, 2009 Jan, 8:13.
• Issamou Mayengue P, Luty A.J.F., Rogier C, Baragatti M, Kremsner P.G., Ntoumi F. The multiplicity of Plasmodium falciparum infections is associated with acquired immunity to asexual blood stage antigens. Microbes and infection, 2009 Jan, 11(1):108-114.

2008

• Henry M, Alibert S, Baragatti M, Mosnier J, Baret E, Amalvict R, Legrand E, Fusai T, Barbe J, Rogier C, Pages JM, Pradines B. Dihydroethanoanthracene derivatives reverse in vitro quinoline resistance in Plasmodium falciparum malaria. Medicinal chemistry, 2008 Sep, 4(5):426-37.
• Gardella F, Assi S, Simon F, Bogreau H, Eggelte T, Ba F, Foumane V, Henry MC, Kientega PT, Basco L, Trape JF, Lalou R, Martelloni M, Desbordes M, Baragatti M, Briolant S, Almeras L, Pradines B, Fusai T, Rogier C. Antimalarial drug use in general populations of tropical Africa. Malaria Journal, 2008 Jul, 7:124.

2007

• Hung RJ, Baragatti M, Thomas D, McKay J, Szeszenia-Dabrowska N, Zaridze D, Lissowska J, Rudnai P, Fabianova E, Mates D, Foretova L, Janout V, Bencko V, Chabrier A, Moullan N, Canzian F, Hall J, Boffetta P, Brennan P. Inherited predisposition of lung cancer: a hierarchical modeling approach to DNA repair and cell cycle control pathways. Cancer Epidemiology, Biomarkers and Prevention, 2007 Dec, 16(12): 2736-2744.